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Michal Derezinski

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Domain Sparsification of Discrete Distributions using Entropic IndependenceITCS 20222022-01-31
Proves that for any distribution satisfying entropic independence with parameter alpha a preprocessed sampler reduces the ground set from N to about…
Talk
Unbiased Estimates for Linear Regression via Volume SamplingRandomized Numerical Linear Algebra and Applications 20182018-09-24
Volume sampling picks D rows with probability proportional to det(X_S^T X_S) and yields an unbiased least‑squares estimator whose expected total loss equals…
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